I build AI agents, data pipelines, and cloud infrastructure. I work with enterprise clients in financial services, investment management, education, and compliance. I love a hard entity resolution problem, and I lead GDG Davao.

wishlist-mcp: the hosted MCP server for wishlist.fit. Lets Claude, ChatGPT, or Codex read and update your wishlist on your behalf.

huly-cli: CLI for Huly project management.

nutri-scan: Discord bot that estimates calories and macros from a photo of a meal.

Thinking Machines Data Science · Data Engineer II · Aug 2024 to present

• Entity resolution for a Philippine bank's Single Customer View, consolidating ~15M records into ~7M customer keys. Probabilistic record linkage with Splink, metaphone-based blocking, runtime cut from 4+ hours to under 1. Serves 10+ business units daily.
• Built AI agents on Snowflake Cortex for enterprise document extraction and contextual querying, covering agent tooling, prompt engineering, and evaluation across a 15-person team.
• Backend feature development across 10+ microservices on an investment data platform, integrating Sustainalytics, PitchBook, Bloomberg, and MSCI. FastAPI, Dagster, Snowflake, Kubernetes.
• Provisioned infrastructure for a student-at-risk prediction platform on Azure Databricks. Terraform, ingestion pipelines across 3 source systems.

Ingenuity Software · Backend Software Engineer · Jan 2022 to Jul 2024

• Decomposed a Django monolith into cross-region microservices. ~50 production endpoints across 2 AWS regions with separate databases for data residency and GDPR. Platform went from inception to 10+ corporate customers.

UP Diliman, EEE Institute · Research Associate · Aug 2022 to Nov 2023

• AIComprehend, an adaptive reading comprehension platform on a PFA-based model. 79% accuracy, 66% AUC, and a 13.9% improvement in student test scores over a one-month controlled study. Published at IEEE ISNCC 2023 in Qatar.

BS Computer Engineering, UP Diliman. Summa cum laude, DOST-SEI merit scholar.

AI  

Data  

Backend & Infra  

• Contributor to Apache Airflow
• Community Lead, Google Developer Group Davao. 10+ events, 2,000+ participants
• Global Shaper, World Economic Forum (Davao Hub)
• Talks at GDG, Python Philippines, Python Davao, Geeks on a Beach, AWS User Group, and ISNCC 2023